{"id":"W7096653490","doi":"","title":"MERG Report 2002-2 Experimental Trials for Restoring Disturbed Sites in Permafrost Areas Using Bioengineering Techniques By Laberge Environmental Services","year":2002,"lang":"en","type":"article","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Site selection; Ecosystem services; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001418065,0.0005266276,0.0007501349,0.0004317229,0.001823043,0.0005400556,0.001300045,0.001071749,0.00374939],"category_scores_gemma":[0.000788681,0.0002534887,0.0006191877,0.0003076674,0.0007384405,0.000470655,0.0005199859,0.0009037158,0.0004615364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168873,"about_ca_system_score_gemma":0.004015704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03512232,"about_ca_topic_score_gemma":0.1275516,"domain_scores_codex":[0.9993924,0.0001598981,0.00006028288,0.00008820178,0.0002387615,0.00006044815],"domain_scores_gemma":[0.9992848,0.0001088039,0.00008150248,0.0001124852,0.0002184612,0.0001939776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03353776,0.05238144,0.02754408,0.002085916,0.0005873003,0.001555515,0.002733255,0.006515861,0.6316143,0.003453295,0.04132798,0.1966633],"study_design_scores_gemma":[0.036008,0.2451728,0.1735403,0.0002878869,0.001368426,0.0009477626,0.002897393,0.008009861,0.3323173,0.003670087,0.1954712,0.0003089925],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643988,0.0005477066,0.002766256,0.00119599,0.0001794822,0.01051057,0.006025658,0.0003580038,0.01401746],"genre_scores_gemma":[0.8828514,0.001427571,0.03653997,0.001361218,0.0001476184,0.02008488,0.01867308,0.0002027983,0.03871139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03512232,"threshold_uncertainty_score":0.06983578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09890361246391541,"score_gpt":0.2915549483603839,"score_spread":0.1926513358964685,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}